ECG signal classification to detect heart arrhythmia using ELM and CNN.
Sumanta KuilaNamrata DhandaSubhankar JoardarPublished in: Multim. Tools Appl. (2023)
Keyphrases
- ecg signals
- beat classification
- mit bih arrhythmia database
- atrial fibrillation
- cardiac arrhythmias
- heart rate variability
- higher order statistics
- electrical activity
- extreme learning machines
- classification accuracy
- feature selection
- support vector machine
- support vector
- decision trees
- classification algorithm
- feature extraction
- heart rate
- feature vectors
- convolutional neural network
- biomedical signals
- critical care